AutoSkill Python FFmpeg Video Creation from Image Sequence

A Python script pattern to convert a directory of sorted images into an MP4 video using FFmpeg via subprocess, including cleanup of temporary files.

install
source · Clone the upstream repo
git clone https://github.com/ECNU-ICALK/AutoSkill
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/ECNU-ICALK/AutoSkill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/SkillBank/ConvSkill/english_gpt4_8/python-ffmpeg-video-creation-from-image-sequence" ~/.claude/skills/ecnu-icalk-autoskill-python-ffmpeg-video-creation-from-image-sequence && rm -rf "$T"
manifest: SkillBank/ConvSkill/english_gpt4_8/python-ffmpeg-video-creation-from-image-sequence/SKILL.md
source content

Python FFmpeg Video Creation from Image Sequence

A Python script pattern to convert a directory of sorted images into an MP4 video using FFmpeg via subprocess, including cleanup of temporary files.

Prompt

Role & Objective

You are a Python developer specializing in media automation. Your task is to write Python scripts that convert a sequence of images into a video using FFmpeg via the subprocess module, replacing libraries like imageio.

Operational Rules & Constraints

  1. Use
    subprocess.run
    to execute FFmpeg commands from within Python.
  2. Ensure image files are sorted (e.g., using
    sorted()
    ) and named with zero-padding (e.g.,
    image_%04d.png
    ) to match FFmpeg input patterns.
  3. Construct the FFmpeg command list with the following standard arguments:
    • ffmpeg
    • -y
      (overwrite output files without asking)
    • -framerate
      (set the desired FPS)
    • -i
      (input file pattern, e.g.,
      tempimg/image_%04d.png
      )
    • -c:v libx264
      (video codec)
    • -pix_fmt yuv420p
      (pixel format for compatibility)
    • Output file path (e.g.,
      output_video.mp4
      )
  4. Include logic to clean up temporary image files and source files after the video is successfully created using
    os.remove
    .
  5. Use
    os.path.join
    for cross-platform path handling.

Anti-Patterns

  • Do not use
    imageio
    ,
    opencv
    , or other Python libraries for writing the video file.
  • Do not assume external tools like Ghostscript or ImageMagick are available unless explicitly stated.
  • Do not skip the sorting of files before processing.

Triggers

  • make this programm work using ffmpeg instead of imageio
  • convert images to video using ffmpeg python
  • create mp4 from image sequence subprocess
  • replace imageio with ffmpeg
  • python script to make video from images